AI Weekly Malaysia

Canonical is co-funding a three-year PhD project at the University of Bristol to investigate whether LLMs can decompose large C codebases (hundreds of thousands of lines) into smaller components and rewrite them in safe, behaviourally correct, maintainable Rust. VP Jon Seager, who drove Ubuntu 25.10's adoption of Rust-based sudo and uutils coreutils, acknowledges existing source-to-source translators produce Rust that compiles but relies heavily on unsafe operations and retains awkward C idioms.

Why: This is a research bet, not a shipping tool—don't change your migration plans yet. But it signals where Canonical thinks the puck is going: if LLM-driven C-to-Rust translation becomes viable, maintainers of legacy C codebases (common in Malaysian telcos, banks, and government systems) gain a credible modernization path beyond manual rewrites. Watch the PhD's evidence output over the next three years before evaluating any production use.

EVE Online is beginning its migration from Stackless Python 2.7 to Python 3, their first major Python upgrade in 16 years. The migration covers 2.4 million lines of code using the 'futurize' script, followed by manual review of ~20,000 locations where Python 2 and 3 behavior differs (e.g., integer division). Their newer game EVE Frontier already replaced Stackless Python using the now open-source carbonengine/scheduler library.

Why: If you maintain a large legacy Python 2 codebase, the concrete approach here—running futurize then manually auditing the ~20,000 semantic difference points—is a useful reference for scoping your own migration effort. The open-source carbonengine/scheduler library is worth examining if you build task scheduling systems that previously relied on Stackless Python.

Windows XP was released to manufacturing on August 24, 2001, unifying the consumer and business Windows codebases on NT for the first time. Despite extended support ending in 2014, XP persisted in embedded systems and even received an emergency patch in 2019 for a Remote Desktop Services flaw.

Why: Pure nostalgia piece with no actionable takeaway for builders; useful only as a brief icebreaker or trivia segment on legacy OS persistence in enterprise environments.

HMRC is inviting suppliers to bid for a contract worth up to £500M to run and modernize the UK's National Insurance and PAYE System (NPS), a legacy estate with limited modularity that collects 40% of UK Treasury revenues. The contract could last up to seven years, with a tender notice expected in September 2026 and a start date of June 2027. NPS was first introduced in 2009 under the £10B Aspire contract with Accenture, Capgemini, Fujitsu, and BT.

Why: Minimal direct relevance for Malaysian builders. The only practical signal is the pattern of large government legacy modernization contracts: HMRC previously paid Accenture £35.2M non-competitively on top of a £70.4M contract, and a prior low-code effort reportedly cost £657M. Founders or integrators chasing Malaysian government digital procurement can use this as a cautionary benchmark for how scope creep and sole-source awards inflate legacy IT contracts, but no action is required.